This paper discusses non-monotonic fuzzy measures, which are set funct
ions without monotonicity, and the Choquet integral with respect to no
n-monotonic fuzzy measures. A concrete example shows that the Choquet
integral is meaningful in the case of non-monotonic fuzzy measures as
well as in the case of ordinary fuzzy measures. Every comonotonically
additive, positively homogeneous functional of bounded variation can b
e represented as a Choquet integral with respect to a non-monotonic fu
zzy measure of bounded variation. The space of such functionals is a r
eal Banach space isometrically isomorphic to the space of non-monotoni
c fuzzy measures of bounded variation.